Dash⑦(コンポーネントの属性)

コンポーネントの属性

Dashの各コンポーネントは多くの属性を持ちます。

下記は、よく使われる属性の一覧です。

属性名 役割
children 見出しの文字。Divクラスでリストに格納した複数のコンポーネントなど子要素を設定。
id コンポーネントのID名の設定。コールバックで利用。
className クラス名。HTMLのclassグローバル属性の役割。(Pythonのクラスとは異なる)
options Dropdownクラスなどの選択肢の設定。
style スタイル設定。(辞書にcssを格納して渡す)
value コンポーネントの値

コンポーネントの属性の調べ方

Dashにはコンポーネントを作成するための多数のクラスがあり、それぞれが多くの属性を持ちます。

コンポーネントの役割や引数はhelp関数で確認することができます。

[ソースコード]

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import dash
import dash_html_components
import dash_core_components
import dash_daq # インストールされていない場合は、[pip install dash_daq]を実行

help(dash_html_components.Div)
print('######################################')
help(dash_core_components.Graph)
print('######################################')
help(dash_daq.ColorPicker)

[実行結果]

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Help on class Div in module dash.html.Div:

class Div(dash.development.base_component.Component)
| Div(children=None, id=undefined, n_clicks=undefined, n_clicks_timestamp=undefined, key=undefined, role=undefined, accessKey=undefined, className=undefined, contentEditable=undefined, contextMenu=undefined, dir=undefined, draggable=undefined, hidden=undefined, lang=undefined, spellCheck=undefined, style=undefined, tabIndex=undefined, title=undefined, loading_state=undefined, **kwargs)
|
| A Div component.
| Div is a wrapper for the <div> HTML5 element.
| For detailed attribute info see:
| https://developer.mozilla.org/en-US/docs/Web/HTML/Element/div
|
| Keyword arguments:
|
| - children (a list of or a singular dash component, string or number; optional):
| The children of this component.
|
| - id (string; optional):
| The ID of this component, used to identify dash components in
| callbacks. The ID needs to be unique across all of the components
| in an app.
|
| - accessKey (string; optional):
| Keyboard shortcut to activate or add focus to the element.
|
| - aria-* (string; optional):
| A wildcard aria attribute.
|
| - className (string; optional):
| Often used with CSS to style elements with common properties.
|
| - contentEditable (string; optional):
| Indicates whether the element's content is editable.
|
| - contextMenu (string; optional):
| Defines the ID of a <menu> element which will serve as the
| element's context menu.
|
| - data-* (string; optional):
| A wildcard data attribute.
|
| - dir (string; optional):
| Defines the text direction. Allowed values are ltr (Left-To-Right)
| or rtl (Right-To-Left).
|
| - draggable (string; optional):
| Defines whether the element can be dragged.
|
| - hidden (a value equal to: 'hidden', 'HIDDEN' | boolean; optional):
| Prevents rendering of given element, while keeping child elements,
| e.g. script elements, active.
|
| - key (string; optional):
| A unique identifier for the component, used to improve performance
| by React.js while rendering components See
| https://reactjs.org/docs/lists-and-keys.html for more info.
|
| - lang (string; optional):
| Defines the language used in the element.
|
| - loading_state (dict; optional):
| Object that holds the loading state object coming from
| dash-renderer.
|
| `loading_state` is a dict with keys:
|
| - component_name (string; optional):
| Holds the name of the component that is loading.
|
| - is_loading (boolean; optional):
| Determines if the component is loading or not.
|
| - prop_name (string; optional):
| Holds which property is loading.
|
| - n_clicks (number; default 0):
| An integer that represents the number of times that this element
| has been clicked on.
|
| - n_clicks_timestamp (number; default -1):
| An integer that represents the time (in ms since 1970) at which
| n_clicks changed. This can be used to tell which button was
| changed most recently.
|
| - role (string; optional):
| The ARIA role attribute.
|
| - spellCheck (string; optional):
| Indicates whether spell checking is allowed for the element.
|
| - style (dict; optional):
| Defines CSS styles which will override styles previously set.
|
| - tabIndex (string; optional):
| Overrides the browser's default tab order and follows the one
| specified instead.
|
| - title (string; optional):
| Text to be displayed in a tooltip when hovering over the element.
|
| Method resolution order:
| Div
| dash.development.base_component.Component
| builtins.object
|
| Methods defined here:
|
| __init__ = wrapper(self, children=None, id=undefined, n_clicks=undefined, n_clicks_timestamp=undefined, key=undefined, role=undefined, accessKey=undefined, className=undefined, contentEditable=undefined, contextMenu=undefined, dir=undefined, draggable=undefined, hidden=undefined, lang=undefined, spellCheck=undefined, style=undefined, tabIndex=undefined, title=undefined, loading_state=undefined, **kwargs)
|
| ----------------------------------------------------------------------
| Data and other attributes defined here:
|
| __abstractmethods__ = frozenset()
|
| ----------------------------------------------------------------------
| Methods inherited from dash.development.base_component.Component:
|
| __delitem__(self, id)
| Delete items by ID in the tree of children.
|
| __getitem__(self, id)
| Recursively find the element with the given ID through the tree of
| children.
|
| __iter__(self)
| Yield IDs in the tree of children.
|
| __len__(self)
| Return the number of items in the tree.
|
| __repr__(self)
| Return repr(self).
|
| __setitem__(self, id, item)
| Set an element by its ID.
|
| to_plotly_json(self)
|
| ----------------------------------------------------------------------
| Data descriptors inherited from dash.development.base_component.Component:
|
| __dict__
| dictionary for instance variables (if defined)
|
| __weakref__
| list of weak references to the object (if defined)
|
| ----------------------------------------------------------------------
| Data and other attributes inherited from dash.development.base_component.Component:
|
| REQUIRED = required
|
| UNDEFINED = undefined

######################################
Help on class Graph in module dash.dcc.Graph:

class Graph(dash.development.base_component.Component)
| Graph(id=undefined, responsive=undefined, clickData=undefined, clickAnnotationData=undefined, hoverData=undefined, clear_on_unhover=undefined, selectedData=undefined, relayoutData=undefined, extendData=undefined, prependData=undefined, restyleData=undefined, figure=undefined, style=undefined, className=undefined, mathjax=undefined, animate=undefined, animation_options=undefined, config=undefined, loading_state=undefined, **kwargs)
|
| A Graph component.
| Graph can be used to render any plotly.js-powered data visualization.
|
| You can define callbacks based on user interaction with Graphs such as
| hovering, clicking or selecting
|
| Keyword arguments:
|
| - id (string; optional):
| The ID of this component, used to identify dash components in
| callbacks. The ID needs to be unique across all of the components
| in an app.
|
| - animate (boolean; default False):
| Beta: If True, animate between updates using plotly.js's `animate`
| function.
|
| - animation_options (dict; default { frame: { redraw: False, }, transition: { duration: 750, ease: 'cubic-in-out', },}):
| Beta: Object containing animation settings. Only applies if
| `animate` is `True`.
|
| - className (string; optional):
| className of the parent div.
|
| - clear_on_unhover (boolean; default False):
| If True, `clear_on_unhover` will clear the `hoverData` property
| when the user "unhovers" from a point. If False, then the
| `hoverData` property will be equal to the data from the last point
| that was hovered over.
|
| - clickAnnotationData (dict; optional):
| Data from latest click annotation event. Read-only.
|
| - clickData (dict; optional):
| Data from latest click event. Read-only.
|
| - config (dict; optional):
| Plotly.js config options. See
| https://plotly.com/javascript/configuration-options/ for more
| info.
|
| `config` is a dict with keys:
|
| - autosizable (boolean; optional):
| DO autosize once regardless of layout.autosize (use default
| width or height values otherwise).
|
| - displayModeBar (a value equal to: true, false, 'hover'; optional):
| Display the mode bar (True, False, or 'hover').
|
| - displaylogo (boolean; optional):
| Add the plotly logo on the end of the mode bar.
|
| - doubleClick (a value equal to: false, 'reset', 'autosize', 'reset+autosize'; optional):
| Double click interaction (False, 'reset', 'autosize' or
| 'reset+autosize').
|
| - doubleClickDelay (number; optional):
| Delay for registering a double-click event in ms. The minimum
| value is 100 and the maximum value is 1000. By default this is
| 300.
|
| - editable (boolean; optional):
| We can edit titles, move annotations, etc - sets all pieces of
| `edits` unless a separate `edits` config item overrides
| individual parts.
|
| - edits (dict; optional):
| A set of editable properties.
|
| `edits` is a dict with keys:
|
| - annotationPosition (boolean; optional):
| The main anchor of the annotation, which is the text (if
| no arrow) or the arrow (which drags the whole thing
| leaving the arrow length & direction unchanged).
|
| - annotationTail (boolean; optional):
| Just for annotations with arrows, change the length and
| direction of the arrow.
|
| - annotationText (boolean; optional)
|
| - axisTitleText (boolean; optional)
|
| - colorbarPosition (boolean; optional)
|
| - colorbarTitleText (boolean; optional)
|
| - legendPosition (boolean; optional)
|
| - legendText (boolean; optional):
| Edit the trace name fields from the legend.
|
| - shapePosition (boolean; optional)
|
| - titleText (boolean; optional):
| The global `layout.title`.
|
| - fillFrame (boolean; optional):
| If we DO autosize, do we fill the container or the screen?.
|
| - frameMargins (number; optional):
| If we DO autosize, set the frame margins in percents of plot
| size.
|
| - linkText (string; optional):
| Text appearing in the sendData link.
|
| - locale (string; optional):
| The locale to use. Locales may be provided with the plot
| (`locales` below) or by loading them on the page, see:
| https://github.com/plotly/plotly.js/blob/master/dist/README.md#to-include-localization.
|
| - locales (dict; optional):
| Localization definitions, if you choose to provide them with
| the plot rather than registering them globally.
|
| - mapboxAccessToken (boolean | number | string | dict | list; optional):
| Mapbox access token (required to plot mapbox trace types) If
| using an Mapbox Atlas server, set this option to '', so that
| plotly.js won't attempt to authenticate to the public Mapbox
| server.
|
| - modeBarButtons (boolean | number | string | dict | list; optional):
| Fully custom mode bar buttons as nested array, where the outer
| arrays represents button groups, and the inner arrays have
| buttons config objects or names of default buttons.
|
| - modeBarButtonsToAdd (list; optional):
| Add mode bar button using config objects.
|
| - modeBarButtonsToRemove (list; optional):
| Remove mode bar button by name. All modebar button names at
| https://github.com/plotly/plotly.js/blob/master/src/components/modebar/buttons.js
| Common names include: sendDataToCloud; (2D) zoom2d, pan2d,
| select2d, lasso2d, zoomIn2d, zoomOut2d, autoScale2d,
| resetScale2d; (Cartesian) hoverClosestCartesian,
| hoverCompareCartesian; (3D) zoom3d, pan3d, orbitRotation,
| tableRotation, handleDrag3d, resetCameraDefault3d,
| resetCameraLastSave3d, hoverClosest3d; (Geo) zoomInGeo,
| zoomOutGeo, resetGeo, hoverClosestGeo; hoverClosestGl2d,
| hoverClosestPie, toggleHover, resetViews.
|
| - plotGlPixelRatio (number; optional):
| Increase the pixel ratio for Gl plot images.
|
| - plotlyServerURL (string; optional):
| Base URL for a Plotly cloud instance, if `showSendToCloud` is
| enabled.
|
| - queueLength (number; optional):
| Set the length of the undo/redo queue.
|
| - responsive (boolean; optional):
| Whether to change layout size when the window size changes.
|
| - scrollZoom (boolean; optional):
| Mousewheel or two-finger scroll zooms the plot.
|
| - sendData (boolean; optional):
| If we show a link, does it contain data or just link to a
| plotly file?.
|
| - showAxisDragHandles (boolean; optional):
| Enable axis pan/zoom drag handles.
|
| - showAxisRangeEntryBoxes (boolean; optional):
| Enable direct range entry at the pan/zoom drag points (drag
| handles must be enabled above).
|
| - showEditInChartStudio (boolean; optional):
| Should we show a modebar button to send this data to a Plotly
| Chart Studio plot. If both this and showSendToCloud are
| selected, only showEditInChartStudio will be honored. By
| default this is False.
|
| - showLink (boolean; optional):
| Link to open this plot in plotly.
|
| - showSendToCloud (boolean; optional):
| Should we include a modebar button to send this data to a
| Plotly Cloud instance, linked by `plotlyServerURL`. By default
| this is False.
|
| - showTips (boolean; optional):
| New users see some hints about interactivity.
|
| - staticPlot (boolean; optional):
| No interactivity, for export or image generation.
|
| - toImageButtonOptions (dict; optional):
| Modifications to how the toImage modebar button works.
|
| `toImageButtonOptions` is a dict with keys:
|
| - filename (string; optional):
| The name given to the downloaded file.
|
| - format (a value equal to: 'jpeg', 'png', 'webp', 'svg'; optional):
| The file format to create.
|
| - height (number; optional):
| Height of the downloaded file, in px.
|
| - scale (number; optional):
| Extra resolution to give the file after rendering it with
| the given width and height.
|
| - width (number; optional):
| Width of the downloaded file, in px.
|
| - topojsonURL (string; optional):
| URL to topojson files used in geo charts.
|
| - watermark (boolean; optional):
| Add the plotly logo even with no modebar.
|
| - extendData (list | dict; optional):
| Data that should be appended to existing traces. Has the form
| `[updateData, traceIndices, maxPoints]`, where `updateData` is an
| object containing the data to extend, `traceIndices` (optional) is
| an array of trace indices that should be extended, and `maxPoints`
| (optional) is either an integer defining the maximum number of
| points allowed or an object with key:value pairs matching
| `updateData` Reference the Plotly.extendTraces API for full usage:
| https://plotly.com/javascript/plotlyjs-function-reference/#plotlyextendtraces.
|
| - figure (dict; default { data: [], layout: {}, frames: [],}):
| Plotly `figure` object. See schema:
| https://plotly.com/javascript/reference `config` is set
| separately by the `config` property.
|
| `figure` is a dict with keys:
|
| - data (list of dicts; optional)
|
| - frames (list of dicts; optional)
|
| - layout (dict; optional)
|
| - hoverData (dict; optional):
| Data from latest hover event. Read-only.
|
| - loading_state (dict; optional):
| Object that holds the loading state object coming from
| dash-renderer.
|
| `loading_state` is a dict with keys:
|
| - component_name (string; optional):
| Holds the name of the component that is loading.
|
| - is_loading (boolean; optional):
| Determines if the component is loading or not.
|
| - prop_name (string; optional):
| Holds which property is loading.
|
| - mathjax (boolean; default False):
| If True, loads mathjax v3 (tex-svg) into the page and use it in
| the graph.
|
| - prependData (list | dict; optional):
| Data that should be prepended to existing traces. Has the form
| `[updateData, traceIndices, maxPoints]`, where `updateData` is an
| object containing the data to prepend, `traceIndices` (optional)
| is an array of trace indices that should be prepended, and
| `maxPoints` (optional) is either an integer defining the maximum
| number of points allowed or an object with key:value pairs
| matching `updateData` Reference the Plotly.prependTraces API for
| full usage:
| https://plotly.com/javascript/plotlyjs-function-reference/#plotlyprependtraces.
|
| - relayoutData (dict; optional):
| Data from latest relayout event which occurs when the user zooms
| or pans on the plot or other layout-level edits. Has the form
| `{<attr string>: <value>}` describing the changes made. Read-only.
|
| - responsive (a value equal to: true, false, 'auto'; default 'auto'):
| If True, the Plotly.js plot will be fully responsive to window
| resize and parent element resize event. This is achieved by
| overriding `config.responsive` to True, `figure.layout.autosize`
| to True and unsetting `figure.layout.height` and
| `figure.layout.width`. If False, the Plotly.js plot not be
| responsive to window resize and parent element resize event. This
| is achieved by overriding `config.responsive` to False and
| `figure.layout.autosize` to False. If 'auto' (default), the Graph
| will determine if the Plotly.js plot can be made fully responsive
| (True) or not (False) based on the values in `config.responsive`,
| `figure.layout.autosize`, `figure.layout.height`,
| `figure.layout.width`. This is the legacy behavior of the Graph
| component. Needs to be combined with appropriate dimension /
| styling through the `style` prop to fully take effect.
|
| - restyleData (list; optional):
| Data from latest restyle event which occurs when the user toggles
| a legend item, changes parcoords selections, or other trace-level
| edits. Has the form `[edits, indices]`, where `edits` is an object
| `{<attr string>: <value>}` describing the changes made, and
| `indices` is an array of trace indices that were edited.
| Read-only.
|
| - selectedData (dict; optional):
| Data from latest select event. Read-only.
|
| - style (dict; optional):
| Generic style overrides on the plot div.
|
| Method resolution order:
| Graph
| dash.development.base_component.Component
| builtins.object
|
| Methods defined here:
|
| __init__ = wrapper(self, id=undefined, responsive=undefined, clickData=undefined, clickAnnotationData=undefined, hoverData=undefined, clear_on_unhover=undefined, selectedData=undefined, relayoutData=undefined, extendData=undefined, prependData=undefined, restyleData=undefined, figure=undefined, style=undefined, className=undefined, mathjax=undefined, animate=undefined, animation_options=undefined, config=undefined, loading_state=undefined, **kwargs)
|
| ----------------------------------------------------------------------
| Data and other attributes defined here:
|
| __abstractmethods__ = frozenset()
|
| ----------------------------------------------------------------------
| Methods inherited from dash.development.base_component.Component:
|
| __delitem__(self, id)
| Delete items by ID in the tree of children.
|
| __getitem__(self, id)
| Recursively find the element with the given ID through the tree of
| children.
|
| __iter__(self)
| Yield IDs in the tree of children.
|
| __len__(self)
| Return the number of items in the tree.
|
| __repr__(self)
| Return repr(self).
|
| __setitem__(self, id, item)
| Set an element by its ID.
|
| to_plotly_json(self)
|
| ----------------------------------------------------------------------
| Data descriptors inherited from dash.development.base_component.Component:
|
| __dict__
| dictionary for instance variables (if defined)
|
| __weakref__
| list of weak references to the object (if defined)
|
| ----------------------------------------------------------------------
| Data and other attributes inherited from dash.development.base_component.Component:
|
| REQUIRED = required
|
| UNDEFINED = undefined

######################################
Help on class ColorPicker in module builtins:

class ColorPicker(dash.development.base_component.Component)
| ColorPicker(id=undefined, value=undefined, disabled=undefined, size=undefined, theme=undefined, label=undefined, labelPosition=undefined, className=undefined, style=undefined, persistence=undefined, persisted_props=undefined, persistence_type=undefined, **kwargs)
|
| A ColorPicker component.
| A color picker.
|
| Keyword arguments:
|
| - id (string; optional):
| The ID used to identify the color picker in Dash callbacks.
|
| - className (string; optional):
| Class to apply to the root component element.
|
| - disabled (boolean; optional):
| If True, color cannot be picked.
|
| - label (dict; optional):
| Description to be displayed alongside the control. To control
| styling, pass an object with label and style properties.
|
| `label` is a string | dict with keys:
|
| - label (string; optional)
|
| - style (dict; optional)
|
| - labelPosition (a value equal to: 'top', 'bottom'; default 'top'):
| Where the indicator label is positioned.
|
| - persisted_props (list of a value equal to: 'value's; default ['value']):
| Properties whose user interactions will persist after refreshing
| the component or the page. Since only `value` is allowed this prop
| can normally be ignored.
|
| - persistence (boolean | string | number; optional):
| Used to allow user interactions in this component to be persisted
| when the component - or the page - is refreshed. If `persisted` is
| truthy and hasn't changed from its previous value, a `value` that
| the user has changed while using the app will keep that change, as
| long as the new `value` also matches what was given originally.
| Used in conjunction with `persistence_type`.
|
| - persistence_type (a value equal to: 'local', 'session', 'memory'; default 'local'):
| Where persisted user changes will be stored: memory: only kept in
| memory, reset on page refresh. local: window.localStorage, data is
| kept after the browser quit. session: window.sessionStorage, data
| is cleared once the browser quit.
|
| - size (number; default 225):
| Size (width) of the component in pixels.
|
| - style (dict; optional):
| Style to apply to the root component element.
|
| - theme (dict; default light):
| Theme configuration to be set by a ThemeProvider.
|
| - value (dict; optional):
| Color value of the picker.
|
| `value` is a dict with keys:
|
| - hex (string; optional):
| Hex string.
|
| - rbg (dict; optional):
| RGB/RGBA object.
|
| `rbg` is a dict with keys:
|
| - a (number; optional)
|
| - b (number; optional)
|
| - g (number; optional)
|
| - r (number; optional)
|
| Method resolution order:
| ColorPicker
| dash.development.base_component.Component
| object
|
| Methods defined here:
|
| __init__ = wrapper(self, id=undefined, value=undefined, disabled=undefined, size=undefined, theme=undefined, label=undefined, labelPosition=undefined, className=undefined, style=undefined, persistence=undefined, persisted_props=undefined, persistence_type=undefined, **kwargs)
|
| ----------------------------------------------------------------------
| Data and other attributes defined here:
|
| __abstractmethods__ = frozenset()
|
| ----------------------------------------------------------------------
| Methods inherited from dash.development.base_component.Component:
|
| __delitem__(self, id)
| Delete items by ID in the tree of children.
|
| __getitem__(self, id)
| Recursively find the element with the given ID through the tree of
| children.
|
| __iter__(self)
| Yield IDs in the tree of children.
|
| __len__(self)
| Return the number of items in the tree.
|
| __repr__(self)
| Return repr(self).
|
| __setitem__(self, id, item)
| Set an element by its ID.
|
| to_plotly_json(self)
|
| ----------------------------------------------------------------------
| Data descriptors inherited from dash.development.base_component.Component:
|
| __dict__
| dictionary for instance variables (if defined)
|
| __weakref__
| list of weak references to the object (if defined)
|
| ----------------------------------------------------------------------
| Data and other attributes inherited from dash.development.base_component.Component:
|
| REQUIRED = required
|
| UNDEFINED = undefined